OpticalPy

OpticalPy is a dataset generator which use:

• background subtraction
• yolo object detection
• farneback's optical flow

For detect only movement object in a scene and extract only optical flow matrix (as numpy) and detect class with yolo.

How to use it

Launch download_models.sh to create dataset folder and dowload yolo model type python main.py to start the program

Option

You can parse some argument for change the behaviour of application.

• -v select an input video
• -s select a path to save the output
• -sh True show the result in realt time
• -y change yolo path folder

Dependecy

• opencv-python